أفضل بودكاسات Multimodal Ai (2024)

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[EXTRACT] - Amine Korchi on the power of multimodal AI in medicine 2:35

10d ago2:35

2:35

To discover the whole episode type "#32 - Accelerating radiology with AI - Amine Korchi - Radiologist" on your streaming platform.بقلم Mathieu Chaffard

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Looking under the hood of multimodal AI 29:23

16d ago29:23

29:23

Multimodal AI combines different modalities—audio, video, text, etc.—to enable more humanlike engagement and higher-quality responses from the AI model. WebRTC is a free, open-source project that allows developers to add real-time communication capabilities that work on top of an open standard to their applications. It supports video, voice, and ge…

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[QA] Automated Red Teaming with GOAT: the Generative Offensive Agent Tester 7:19

3h ago7:19

7:19

https://arxiv.org/abs//2410.01606 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers --- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/supp…

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Automated Red Teaming with GOAT: the Generative Offensive Agent Tester 13:38

3h ago13:38

13:38

https://arxiv.org/abs//2410.01606 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers --- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/supp…

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[QA] Not All LLM Reasoners Are Created Equal 7:23

3h ago7:23

7:23

https://arxiv.org/abs//2410.01748 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers --- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/supp…

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Not All LLM Reasoners Are Created Equal 9:40

3h ago9:40

9:40

https://arxiv.org/abs//2410.01748 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers --- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/supp…

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AI Safety's Crux: Culture vs. Capitalism 10:30

19h ago10:30

10:30

SB1047's veto, OpenAI's turnover, and a constant treadmill pushing AI startups to be all too similar to big technology name brands. This is AI generated audio with Python and 11Labs. Source code: https://github.com/natolambert/interconnects-tools Original post: https://www.interconnects.ai/p/ai-safety-culture-vs-capitalism 00:00 AI Safety's Crux: C…

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[QA] Law of the Weakest Link: Cross Capabilities of Large Language Models 7:32

20h ago7:32

7:32

https://arxiv.org/abs//2409.19951 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers --- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/supp…

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Law of the Weakest Link: Cross Capabilities of Large Language Models 16:18

20h ago16:18

16:18

https://arxiv.org/abs//2409.19951 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers --- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/supp…

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Season 2 Trailer! 5:15

1d ago5:15

5:15

Your AI Roadmap Season 2 launches! Enjoy a trailer of Season 2 Some guests of this season include: Emerson Sklar, Chief Evangelist, Amazon Alexa Catalina Herrera, Field Chief Data Officer, Dataiku Eiman Ebrahimi, Chief Executive Officer, Protopia AI, Inc. Lindsay Richman, Co-Founder, Innerverse AI Kristina Hloptsidis, Chief Innovation Officer, Si…

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[QA] Realistic Evaluation of Model Merging for Compositional Generalization 8:29

2d ago8:29

8:29

This paper evaluates various model merging methods for compositional generalization in image classification, generation, and NLP, clarifying their merits, requirements, and computational costs in a shared experimental setting. https://arxiv.org/abs//2409.18314 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_paper…

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Realistic Evaluation of Model Merging for Compositional Generalization 21:13

2d ago21:13

21:13

This paper evaluates various model merging methods for compositional generalization in image classification, generation, and NLP, clarifying their merits, requirements, and computational costs in a shared experimental setting. https://arxiv.org/abs//2409.18314 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_paper…

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A developer works to balance the data center boom with his climate change battle 26:39

2d ago26:39

26:39

You can find David on LinkedIn. You can learn more about Arcjet here. You can subscribe to to the console.dev newsletter and podcast here. Congrats to Stack Overflow user Greg Hewgill who earned a Populist badge for his answer to the question: What’s a good tool to determine the lowest version of Python required? Greg is getting close to the magic …

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[QA] Emu3: Next-Token Prediction is All You Need 7:43

3d ago7:43

7:43

Emu3 introduces a next-token prediction model for multimodal tasks, outperforming existing models and simplifying design by focusing on tokenization of images, text, and videos. https://arxiv.org/abs//2409.18869 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/p…

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Emu3: Next-Token Prediction is All You Need 17:28

3d ago17:28

17:28

Emu3 introduces a next-token prediction model for multimodal tasks, outperforming existing models and simplifying design by focusing on tokenization of images, text, and videos. https://arxiv.org/abs//2409.18869 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/p…

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[QA] MIO: A Foundation Model on Multimodal Tokens 8:38

3d ago8:38

8:38

MIO is a novel multimodal foundation model that excels in understanding and generating speech, text, images, and videos, outperforming existing models in any-to-any capabilities and diverse tasks. https://arxiv.org/abs//2409.17692 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podc…

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MIO: A Foundation Model on Multimodal Tokens 19:09

3d ago19:09

19:09

MIO is a novel multimodal foundation model that excels in understanding and generating speech, text, images, and videos, outperforming existing models in any-to-any capabilities and diverse tasks. https://arxiv.org/abs//2409.17692 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podc…

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Interviewing Riley Goodside on the science of prompting 1:08:39

3d ago1:08:39

1:08:39

More information: https://www.interconnects.ai/p/riley-goodside-on-science-of-prompting Riley Goodside is a staff prompting engineer at Scale AI. Previously working in data science, he is often seen as the default for the new role of a “prompt engineer.” He regularly posts incisive prompts that illicit notable behavior from the most popular AI mode…

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#33 - Building the next TechBio venture - Mati Gill - AION Labs 53:16

3d ago53:16

53:16

AI and computational science are revolutionizing the biotechnology sector. From identifying new therapeutic approaches to their production and accelerating the administrative processes for bringing them to market, the entire value chain of this sector is impacted! These recent advancements have given rise to a new field in the industry: TechBio. Bu…

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[EXTRACT] - Mati Gill on identifying key challenges in biotechnology 6:04

3d ago6:04

6:04

To discover the whole episode type "#33 - Building the next TechBio venture - Mati Gill - AION Labs" on your preferred streaming platform.بقلم Mathieu Chaffard

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Early Reader! Gabby Bajorek on Wiley Book: Fun, Relatable, Actionable 27:11

4d ago27:11

27:11

"Real, relevant, and relatable. Your AI Roadmap gives a kick a** approach to personal finances & career planning in the era of AI. " Gabby Bajorek, Testimonial for "Your AI Roadmap" Book 🔥 In this bonus episode, Dr. Joan Palmiter Bajorek and Gabby Bajorek (Joan's cousin!) discuss "Your AI Roadmap: Actions to Expand Your Career, Money, and Joy" sinc…

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[QA] A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor ? 7:52

4d ago7:52

7:52

The paper evaluates OpenAI's o1 model in medical scenarios, highlighting its enhanced reasoning and accuracy over GPT-4, while also identifying weaknesses and releasing data for further research. https://arxiv.org/abs//2409.15277 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podca…

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A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor ? 8:52

4d ago8:52

8:52

The paper evaluates OpenAI's o1 model in medical scenarios, highlighting its enhanced reasoning and accuracy over GPT-4, while also identifying weaknesses and releasing data for further research. https://arxiv.org/abs//2409.15277 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podca…

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[QA] Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models 8:44

4d ago8:44

8:44

The Logic-of-Thought (LoT) prompting method enhances logical reasoning in Large Language Models by integrating propositional logic, significantly improving performance across various reasoning tasks. https://arxiv.org/abs//2409.17539 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://p…

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Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models 16:05

4d ago16:05

16:05

The Logic-of-Thought (LoT) prompting method enhances logical reasoning in Large Language Models by integrating propositional logic, significantly improving performance across various reasoning tasks. https://arxiv.org/abs//2409.17539 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://p…

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[QA] Making Text Embedders Few-Shot Learners 7:45

5d ago7:45

7:45

We propose bge-en-icl, a model leveraging in-context learning in LLMs for high-quality text embeddings, achieving state-of-the-art performance on MTEB and AIR-Bench benchmarks. https://arxiv.org/abs//2409.15700 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/po…

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Making Text Embedders Few-Shot Learners 16:11

5d ago16:11

16:11

We propose bge-en-icl, a model leveraging in-context learning in LLMs for high-quality text embeddings, achieving state-of-the-art performance on MTEB and AIR-Bench benchmarks. https://arxiv.org/abs//2409.15700 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/po…

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[QA] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale 6:45

5d ago6:45

6:45

The paper introduces PROX, a framework enabling small language models to refine data effectively, outperforming human-crafted methods and enhancing efficiency in LLM pre-training across various benchmarks. https://arxiv.org/abs//2409.17115 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: htt…

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Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale 8:57

5d ago8:57

8:57

The paper introduces PROX, a framework enabling small language models to refine data effectively, outperforming human-crafted methods and enhancing efficiency in LLM pre-training across various benchmarks. https://arxiv.org/abs//2409.17115 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: htt…

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Llama 3.2 Vision and Molmo: Foundations for the multimodal open-source ecosystem 14:04

5d ago14:04

14:04

Sorry this one was late! Thanks for bearing with me, and keep sending feedback my way. Still a year or two away from when I have time to record these, but I would love to. Open-source tools, examples, limits, and the state of training multimodal models. This is AI generated audio with Python and 11Labs. Source code: https://github.com/natolambert/i…

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[QA] Infer Human's Intentions Before Following Natural Language Instruction 8:18

6d ago8:18

8:18

The FISER framework enhances AI's ability to follow ambiguous human instructions by inferring intentions, outperforming traditional methods in collaborative tasks, particularly on the HandMeThat benchmark. https://arxiv.org/abs//2409.18073 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: htt…

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Infer Human's Intentions Before Following Natural Language Instruction 27:36

6d ago27:36

27:36

The FISER framework enhances AI's ability to follow ambiguous human instructions by inferring intentions, outperforming traditional methods in collaborative tasks, particularly on the HandMeThat benchmark. https://arxiv.org/abs//2409.18073 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: htt…

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[QA] MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models 7:05

6d ago7:05

7:05

This paper presents a learnable pruning method for Large Language Models, achieving efficient N:M sparsity, improved mask quality, and transferability across tasks, outperforming existing techniques in empirical evaluations. https://arxiv.org/abs//2409.17481 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers …

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MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models 15:10

6d ago15:10

15:10

This paper presents a learnable pruning method for Large Language Models, achieving efficient N:M sparsity, improved mask quality, and transferability across tasks, outperforming existing techniques in empirical evaluations. https://arxiv.org/abs//2409.17481 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers …

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Orion on your nose, Llama in the Lab, openAI Advanced Voice on the Mic 3:48

6d ago3:48

3:48

In this week's edition, we're diving into the latest multimodal AI breakthroughs, from voice-powered podcasting to vision-driven AI models. First, we explore the open-source Podcast Generator, which combines GPT-4 and ElevenLabs to turn articles into dynamic podcast episodes featuring your own voice. Then, we highlight cutting-edge advancements lik…

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This dev went from coding at Meta, to search at Google, to investing in AI with Anthropic 24:57

6d ago24:57

24:57

You can find Deedy on Twitter and LinkedIn. You can learn more about the Anthology Fund here. You can learn more about Menlo Ventures here. Congrats to Stack Overflow users Bobince for earning a Populist badge with their answer to the question: What does sorting mean in non-alphabetic languages?بقلم Stack Overflow

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Improving Developer Benefits Through AWS and Hugging Face Collaboration 23:19

6d ago23:19

23:19

Tune in to learn about the future of AI deployments, from cost-effective CPU instances to the seamless integration of multiple models for robust AI systems with Jeff Boudier from Hugging Face and Sudeep Sharma from Amazon EC2. Jeff shares Hugging Face's mission to democratize machine learning, highlighting the ease and affordability of using divers…

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From Research Lab to CEO: Michael Torres on Innovation in Cancer Care_e.058 56:52

7d ago56:52

56:52

Join us on Lab Rats to Unicorns as we dive into the career of Michael Torres, CEO of Crossbridge Bio. With a Ph.D. in cancer biology and a background in equity research, Michael has been at the forefront of developing cutting-edge oncology treatments. In this episode, he discusses the evolution of antibody-drug conjugates (ADCs) and the process of …

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[QA] Counterfactual Token Generation in Large Language Models 7:53

7d ago7:53

7:53

This paper presents a method to enable large language models to perform counterfactual token generation, enhancing their capabilities without fine-tuning, and applying it for bias detection. https://arxiv.org/abs//2409.17027 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.a…

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Counterfactual Token Generation in Large Language Models 14:52

7d ago14:52

14:52

This paper presents a method to enable large language models to perform counterfactual token generation, enhancing their capabilities without fine-tuning, and applying it for bias detection. https://arxiv.org/abs//2409.17027 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.a…

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[QA] Characterizing stable regions in the residual stream of LLMs 7:45

7d ago7:45

7:45

The paper identifies stable regions in Transformers' residual streams, showing insensitivity to small changes but high sensitivity at boundaries, aligning with semantic distinctions and clustering similar prompts. https://arxiv.org/abs//2409.17113 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podca…

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Characterizing stable regions in the residual stream of LLMs 5:26

7d ago5:26

5:26

The paper identifies stable regions in Transformers' residual streams, showing insensitivity to small changes but high sensitivity at boundaries, aligning with semantic distinctions and clustering similar prompts. https://arxiv.org/abs//2409.17113 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podca…

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Bonus! Your AI Roadmap Table of Contents. Sneak Peek of Wiley Book 20:24

8d ago20:24

20:24

In this bonus episode, host Dr. Joan Palmiter Bajorek introduces her upcoming book, 'Your AI Roadmap: Actions to Expand Your Career, Money, and Income,' and shares details about the freebies available for pre-sales. She reads the table of contents and gives an overview of the chapters and topics covered in the book. The book is divided into two par…

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[QA] Watch Your Steps: Observable and Modular Chains of Thought 7:30

8d ago7:30

7:30

We introduce Program Trace Prompting, enhancing chain of thought explanations with formal syntax, improving observability, and enabling analysis of reasoning errors across diverse tasks in the BIG-Bench Hard benchmark. https://arxiv.org/abs//2409.15359 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple …

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Watch Your Steps: Observable and Modular Chains of Thought 29:35

8d ago29:35

29:35

We introduce Program Trace Prompting, enhancing chain of thought explanations with formal syntax, improving observability, and enabling analysis of reasoning errors across diverse tasks in the BIG-Bench Hard benchmark. https://arxiv.org/abs//2409.15359 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple …

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[QA] Seeing Faces in Things: A Model and Dataset for Pareidolia 7:38

8d ago7:38

7:38

This paper explores face pareidolia in computer vision, presenting a dataset of annotated images and analyzing the differences in face detection between humans and machines. https://arxiv.org/abs//2409.16143 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podca…

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Seeing Faces in Things: A Model and Dataset for Pareidolia 10:54

8d ago10:54

10:54

This paper explores face pareidolia in computer vision, presenting a dataset of annotated images and analyzing the differences in face detection between humans and machines. https://arxiv.org/abs//2409.16143 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podca…

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[QA] Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts 8:20

9d ago8:20

8:20

The paper investigates out-of-distribution behavior in autoregressive LLMs through rule extrapolation in formal languages, analyzing various architectures and proposing a normative theory inspired by algorithmic information theory. https://arxiv.org/abs//2409.13728 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_…

1
Rule Extrapolation in Language Models: A Study of Compositional Generalization on OOD Prompts 29:04

9d ago29:04

29:04

The paper investigates out-of-distribution behavior in autoregressive LLMs through rule extrapolation in formal languages, analyzing various architectures and proposing a normative theory inspired by algorithmic information theory. https://arxiv.org/abs//2409.13728 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_…

1
He sold his first company for billions. Now he’s building a better developer experience. 27:04

9d ago27:04

27:04

Jyoti is a cofounder and CEO of Harness, a software delivery platform meant to modernize your DevOps tooling and take the friction out of CI/CD. Devs can get started with the developer portal. In addition to Harness, Jyoti is a cofounder and entrepreneur partner at Unusual Ventures, which specializes in working with early-stage startups (pre-seed t…

المدونة الصوتية تستحق الاستماع

Multimodal Ai بودكاست

المدونة الصوتية تستحق الاستماع

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